History of Election in India

The Indian general election of 1951–52, held from 25 October 1951 to 21 February 1952, was the first election to the Lok Sabha since India became independent in August 1947.[1][2][3] It was conducted under the provisions of the Indian Constitution, which was adopted on 26 November 1949. Elections to most of the state legislatures took place simultaneously.

Political parties

A total of 53 parties and 533 independents contested the 489 seats in the election.[12] Two former cabinet colleagues of Nehru established separate political parties to challenge the INC's supremacy. While Syama Prasad Mukherjee went on to found the Jana Sangh in October 1951, first Law Minister B. R. Ambedkar revived the Scheduled Castes Federation (which was later named the Republican Party).

Other parties which started coming to the forefront included the Kisan Mazdoor Praja Parishad, whose prime mover was Acharya Kripalani; the Socialist Party, which had Ram Manohar Lohia and Jayaprakash Narayan's leadership to boast of; and the Communist Party of India. However, these smaller parties were unable to make an electoral stand against the Indian National Congress.

title

The image showing the result of first election result


Bengal contributed 42 seats out of 543 seats for gernal election

Image is showing the 2019 gernal election result in Bengal where

  1. 22 Seat- AITC
  2. 18 Seat- BJP
  3. 2 Seat- INC

Bengal Election

Importing the libraries

Scrapping the data from wikipedia for the population distribution in west bengal

Source of the data is Wikipedia

Data Description

  1. District : District of Bengal
  2. Population : Population of that District
  3. Growth rate : Growth rate of the district
  4. Sex ratio : Sex ratio of that District
  5. Literacy: Literacy of that district
  6. Density per square killometer : Density of population per killometer

visualization

Westbengal population distribution

West bengal 2016 result analysis

Performance by AITC in 2016 (All India Trinamool Congress)

Performance by Left in 2016

Performance by UPA in 2016

Performance by NDA in 2016

Trinmool congress did well in 2016 election


Deep down analysis in 2016 election

Candidates categories

Total 53% of gernal category candidate was there in 2016 election


Gender wise analysis

78.1% candidates are Male and 8.9% of the candidate are female and remaining 13% records are missing but we can clearly see male candidates are in huge majority

West bengal has total 294 constituency and their valid vote conut for all the candidate


Lets understand the twitter current anaysis and understand the current situation and anlysis

These are 100 randon tweets

54.5% tweets are in favour for BJP

BJP may be leading in the Social media sites but it is just small random sample and we need to understand more about it


Lets understand more about these tweets

The coherence score is for assessing the quality of the learned topics. For one topic, the words i,j being scored in ∑i<jScore(wi,wj) have the highest probability of occurring for that topic.


All candidates education history


All IND Candidates educational history


ALL AITC candidate educational history

ALL AITC candidate criminal history


CPI candidates educational background

All BJP candidates educational history

BJP have highest numbers of graducate and post graducate candidate


BJP have highest numbers of criminal candidates


Growth rate analysis of West Bengal


Data consistent only records of all the Constituency

using different algorithm


Random forest classifier


Xgboost classifier


Just check the result on test data